Model Diagnostics and Remedial Measures
Completed by Shikha Raj
October 12, 2025
19 hours (approximately)
Shikha Raj's account is verified. Coursera certifies their successful completion of Model Diagnostics and Remedial Measures
What you will learn
Describe the assumptions of the linear regression models.
Use diagnostic plots to detect violations of the assumptions of a linear regression model.
Perform variable selections and model validations.
Skills you will gain
- Category: Model Evaluation
- Category: Feature Engineering
- Category: Time Series Analysis and Forecasting
- Category: Statistical Inference
- Category: Correlation Analysis
- Category: Scatter Plots
- Category: Statistical Methods
- Category: Statistical Hypothesis Testing
- Category: Verification And Validation
- Category: Plot (Graphics)
- Category: Data Transformation
- Category: Probability Distribution
